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deep reinforcement learning

903 papers

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Also known as

DEEP RL DRL

Co-occurring keywords

reinforcement learning (4122) policy learning (699) sample efficiency (469) neural network (6616) continuous control (246) multi-agent system (1743) policy gradient (518) policy optimization (630) value function (294) off-policy learning (227)

Papers

Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019
A Deep Reinforcement Learning Based Multi-Step Coarse to Fine Question Answering (MSCQA) System AAAI 2019
Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning AAAI 2019
Learning Resource Allocation and Pricing for Cloud Profit Maximization AAAI 2019
Geometric Multi-Model Fitting by Deep Reinforcement Learning AAAI 2019
Random Projection in Neural Episodic Control ACML 2019
Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Deep Reinforcement Learning Framework IJCAI 2019
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning NIPS 2019
Off-Policy Evaluation via Off-Policy Classification NIPS 2019
Divergence-Augmented Policy Optimization NIPS 2019
Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update NIPS 2019
Predictive Safety Network for Resource-constrained Multi-agent Systems CORL 2019
Learning Locomotion Skills for Cassie: Iterative Design and Sim-to-Real CORL 2019
A Deep Reinforcement Learning Perspective on Internet Congestion Control ICML 2019
A Survey on Reproducibility by Evaluating Deep Reinforcement Learning Algorithms on Real-World Robots CORL 2019
Connectivity Guaranteed Multi-robot Navigation via Deep Reinforcement Learning CORL 2019
Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System AAAI 2019
Diversity-Driven Extensible Hierarchical Reinforcement Learning AAAI 2019
Fully Parameterized Quantile Function for Distributional Reinforcement Learning NIPS 2019
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019
Deep Reinforcement Learning for Syntactic Error Repair in Student Programs AAAI 2019
Interactive Language Learning by Question Answering EMNLP 2019
Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning EMNLP 2019
Automatic Face Aging in Videos via Deep Reinforcement Learning CVPR 2019
Enhanced Bayesian Compression via Deep Reinforcement Learning CVPR 2019